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  • June 2016 (Revised August 2019)
  • Case

Numenta: Inventing and (or) Commercializing AI

By: David B. Yoffie, Liz Kind and David Ben Shimol
In March 2016, Donna Dubinsky (co-founder and CEO) and Jeff Hawkins (co-founder) were struggling with a key question: Could Numenta be successful in both creating fundamental technology and building a commercial business? Located in Redwood City, CA, Numenta was... View Details
Keywords: Artificial Intelligence; Machine Intelligence; Machine Learning; Strategy; Business Model; Entrepreneurship; Information; Technological Innovation; Research; Research and Development; Information Technology; Applications and Software; Technology Adoption; Digital Platforms; Commercialization; AI and Machine Learning
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Yoffie, David B., Liz Kind, and David Ben Shimol. "Numenta: Inventing and (or) Commercializing AI." Harvard Business School Case 716-469, June 2016. (Revised August 2019.)
  • 2013
  • Chapter

Open Innovation and Organizational Boundaries: Task Decomposition, Knowledge Distribution and the Locus of Innovation

By: Karim R. Lakhani, Hila Lifshitz-Assaf and Michael L. Tushman
This chapter contrasts traditional, organization-centered models of innovation with more recent work on open innovation. These fundamentally different and inconsistent innovation logics are associated with contrasting organizational boundaries and organizational... View Details
Keywords: Innovation; Organizational Boundaries; Institutional Logics; Modular Innovation; Open Innovation; Knowledge Sharing; Innovation Strategy; Organizational Design; Boundaries; Collaborative Innovation and Invention
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Lakhani, Karim R., Hila Lifshitz-Assaf, and Michael L. Tushman. "Open Innovation and Organizational Boundaries: Task Decomposition, Knowledge Distribution and the Locus of Innovation." Chap. 19 in Handbook of Economic Organization: Integrating Economic and Organization Theory, edited by Anna Grandori, 355–382. Northampton, MA: Edward Elgar Publishing, 2013.
  • Article

Firms, Crowds, and Innovation

By: Teppo Felin, Karim R. Lakhani and Michael L. Tushman
The purpose of this article is to suggest a (preliminary) taxonomy and research agenda for the topic of “firms, crowds, and innovation” and to provide an introduction to the associated special issue. We specifically discuss how various crowd-related phenomena and... View Details
Keywords: Crowdsourcing; Innovation; Open Innovation; Organization Theory; Collaborative Innovation and Invention; Organizations; Theory; Strategy
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Felin, Teppo, Karim R. Lakhani, and Michael L. Tushman. "Firms, Crowds, and Innovation." Special Issue on Organizing Crowds and Innovation. Strategic Organization 15, no. 2 (May 2017): 119–140.
  • Spring 2013
  • Article

Jobs and Social Innovation

By: Rosabeth M. Kanter
Keywords: Innovation; Innovation and Invention
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Kanter, Rosabeth M. "Jobs and Social Innovation." Stanford Social Innovation Review 11, no. 2 (Spring 2013): 34–36.
  • 2014
  • Chapter

Mergers and Acquisitions and Innovation

By: Gautam Ahuja and Elena Novelli
This article (a) identifies the different theoretical perspectives and abstractions used to conceptualize the M&A–Innovation relationship; (b) reviews the literature on antecedents, consequences, and integration of M&A in the context of innovation; and (c) identifies... View Details
Keywords: Mergers; Acquisitions; Innovation; Knowledge-bases; Knowledge; Mergers and Acquisitions; Innovation and Invention
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Ahuja, Gautam, and Elena Novelli. "Mergers and Acquisitions and Innovation." Chap. 29 in The Oxford Handbook of Innovation Management, edited by Mark Dodgson, David Gann, and Nelson Phillips, 579–599. Oxford University Press, 2014.
  • 2020
  • Working Paper

Iterative Coordination and Innovation

By: Sourobh Ghosh and Andy Wu
Agile management practices from the software industry continue to transform the way organizations innovate across industries, yet they remain understudied in the organizations literature. We investigate the widespread Agile practice of iterative coordination: frequent... View Details
Keywords: Innovation; Goals; Specialization; Coordination; Field Experiment; Software Development; Organizations; Collaborative Innovation and Invention; Goals and Objectives; Integration; Software
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Ghosh, Sourobh, and Andy Wu. "Iterative Coordination and Innovation." Harvard Business School Working Paper, No. 20-121, January 2020.
  • March 2022 (Revised January 2023)
  • Case

Innovation at Moog Inc.

By: Brian J. Hall, Ashley V. Whillans, Davis Heniford, Dominika Randle and Caroline Witten
This case focuses on the challenges of incentivizing innovation within Moog, an engineering company based in New York state that designs and builds guidance systems for space, air, and land-based travel. The case enables students to grapple with the challenges of using... View Details
Keywords: Innovation; Innovation Lab; Innovation Management; Motivation; Incentives; Culture; Compensation; Compensation And Benefits; Scalability; Business Growth and Maturation; Collaborative Innovation and Invention; Independent Innovation and Invention; Innovation and Management; Innovation Leadership; Innovation Strategy; Organizational Culture; Performance Consistency; Performance Effectiveness; Performance Efficiency; Performance Productivity; Performance Evaluation; Creativity; Motivation and Incentives; Aerospace Industry; Transportation Industry; United States
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Hall, Brian J., Ashley V. Whillans, Davis Heniford, Dominika Randle, and Caroline Witten. "Innovation at Moog Inc." Harvard Business School Case 922-040, March 2022. (Revised January 2023.)
  • 08 Jul 2020
  • Working Paper Summaries

Inventing the Endless Frontier: The Effects of the World War II Research Effort on Post-War Innovation

Keywords: by Daniel P. Gross and Bhaven N. Sampat
  • Article

Intermediary Functions and the Market for Innovation in Meiji and Taisho Japan

By: Tom Nicholas and Hiroshi Shimizu
Japan experienced a transformational phase of technological development during the late nineteenth and early twentieth centuries. We argue that an important, but so far neglected, factor was a developing market for innovation and a patent attorney system that was... View Details
Keywords: Innovation; Patents; Innovation and Invention; Japan
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Nicholas, Tom, and Hiroshi Shimizu. "Intermediary Functions and the Market for Innovation in Meiji and Taisho Japan." Business History Review 87, no. 1 (Spring 2013): 121–150.
  • November 2013
  • Article

Investment Cycles and Startup Innovation

By: Ramana Nanda and Matthew Rhodes-Kropf
We find that VC-backed firms receiving their initial investment in hot markets are more likely to go bankrupt, but conditional on going public are valued higher on the day of their IPO, have more patents, and have more citations to their patents. Our results suggest... View Details
Keywords: Innovation; Market Cycles; Financing Risk; Risk and Uncertainty; Venture Capital; Investment; Innovation and Invention
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Nanda, Ramana, and Matthew Rhodes-Kropf. "Investment Cycles and Startup Innovation." Journal of Financial Economics 110, no. 2 (November 2013): 403–418.
  • 2020
  • Article

Humanizing Management and Innovation

By: Hirotaka Takeuchi
This article is an excerpt from The Wise Company book that Ikujiro Nonaka and I published in October 2019 from Oxford University Press. It is a sequel to The Knowledge-Creating Company book we published 25 years ago. As our thinking evolved from information to... View Details
Keywords: Knowledge Creation; Knowledge Practice; Phronesis; Practical Wisdom; Ba; Continuous Innovation; Fusion Of Analog And Digital; Management As A Way Of Life; Management Style; Emotions; Innovation and Management
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Takeuchi, Hirotaka. "Humanizing Management and Innovation." Kindai Management Review 8 (2020): 20–29.
  • 2012
  • Book

The Rate and Direction of Inventive Activity Revisited

By: Josh Lerner and Scott Stern
While the importance of innovation to economic development is widely understood, the conditions conducive to it remain the focus of much attention. This volume offers new theoretical and empirical contributions to fundamental questions relating to the economics of... View Details
Keywords: Technological Innovation; Opportunities; Nonprofit Organizations; Resource Allocation; Economic Growth; Research and Development
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Lerner, Josh and Scott Stern, eds. The Rate and Direction of Inventive Activity Revisited. University of Chicago Press, 2012.
  • 2013
  • Dictionary Entry

Technology and Innovation Management

By: Elizabeth J. Altman, Frank Nagle and Michael L. Tushman
The goal of this annotated bibliography on technology and innovation is to organize and present the most important literature relevant to a scholar seeking to understand and advance the field. It includes articles that are highly-cited and foundational pieces, as well... View Details
Keywords: Technology; Technological Change; Innovation Streams; Organizational Evolution; Executive Leadership; Organizational Architecture; Information Technology; Technological Innovation; Innovation and Management; Organizational Change and Adaptation; Leadership; Organizational Design
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Altman, Elizabeth J., Frank Nagle, and Michael L. Tushman. "Technology and Innovation Management." In Oxford Bibliographies: Management, edited by Ricky W. Griffin. New York: Oxford University Press, 2013. Electronic.
  • 2014
  • Book

Collective Genius: The Art and Practice of Leading Innovation

By: Linda A. Hill, Greg Brandeau, Emily Truelove and Kent Lineback
Why can some organizations innovate time and again, while most cannot? You might think the key to innovation is attracting exceptional creative talent. Or making the right investments. Or breaking down organizational silos. All of these things may help—but there's only... View Details
Keywords: Innovation; Innovation Leadership; Leadership; Organizational Culture; Innovation and Invention
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Hill, Linda A., Greg Brandeau, Emily Truelove, and Kent Lineback. Collective Genius: The Art and Practice of Leading Innovation. Boston: Harvard Business Review Press, 2014.
  • March 2019
  • Teaching Note

Numenta: Inventing and (or) Commercializing AI

By: David B. Yoffie
This teaching notes accompanies the Numenta case, HBS No. 716-469. The focus is how to scale a new artificial intelligence technology, how to build a platform and overcome chicken-or-the-egg problems, and how to utilize open source software and licensing. View Details
Keywords: Artificial Intelligence; Strategy; Information Technology; Technological Innovation; Commercialization; AI and Machine Learning
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Yoffie, David B. "Numenta: Inventing and (or) Commercializing AI." Harvard Business School Teaching Note 719-462, March 2019.
  • 2015
  • Chapter

Agglomeration and Innovation

By: Gerald Carlino and William R. Kerr
This chapter reviews academic research on the connections between agglomeration and innovation. We first describe the conceptual distinctions between invention and innovation. We then describe how these factors are frequently measured in the data and some resulting... View Details
Keywords: Industry Clusters; City; Innovation and Invention
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Carlino, Gerald, and William R. Kerr. "Agglomeration and Innovation." Chap. 6 in Handbook of Regional and Urban Economics. Volume 5, edited by Gilles Duranton, J. Vernon Henderson, and William C. Strange, 349–404. Elsevier, 2015.
  • December 2020
  • Article

Taking Innovation to the Streets: Micro-geography, Physical Structure and Innovation

By: Maria P. Roche
In this paper, we analyze how the physical layout of cities affects innovation by influencing the organization of knowledge exchange. We exploit a novel data set covering all Census Block Groups in the contiguous United States with information on innovation outcomes,... View Details
Keywords: Microgeography; Innovation; Street Infrastructure; Knowledge Exchange; Interactions; Geography; City; Innovation and Invention; Knowledge Sharing
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Roche, Maria P. "Taking Innovation to the Streets: Micro-geography, Physical Structure and Innovation." Review of Economics and Statistics 102, no. 5 (December 2020): 912–928.
  • October 2019 (Revised October 2019)
  • Background Note

Entrepreneurship and Innovation Trends in China K-12

By: John J-H Kim, Haibo Zhao and Shu Lin
This note provides a brief survey of the major entrepreneurial and innovation trends in China’s K-12 education landscape, using trends in public policy as background, but focusing on opportunities available for the private market. The note first provides a brief... View Details
Keywords: Innovation; Innovation & Entrepreneurship; Education; Entrepreneurship; Innovation and Invention; Education Industry; China
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Kim, John J-H, Haibo Zhao, and Shu Lin. "Entrepreneurship and Innovation Trends in China K-12." Harvard Business School Background Note 320-022, October 2019. (Revised October 2019.)
  • 2014
  • Chapter

Clusters of Entrepreneurship and Innovation

By: Aaron Chatterji, Edward Glaeser and William R. Kerr
This chapter reviews recent academic work on the spatial concentration of entrepreneurship and innovation in the United States. We discuss rationales for the agglomeration of these activities and the economic consequences of clusters. We identify and discuss policies... View Details
Keywords: Innovation; Agglomeration; Clusters; Place Making; Industry Clusters; Entrepreneurship; Innovation and Invention; United States
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Chatterji, Aaron, Edward Glaeser, and William R. Kerr. "Clusters of Entrepreneurship and Innovation." In Innovation Policy and the Economy, Volume 14, edited by Josh Lerner and Scott Stern, 129–166. University of Chicago Press, 2014.
  • 2015
  • Chapter

Information Technology and the Distribution of Inventive Activity

By: Chris Forman, Avi Goldfarb and Shane Greenstein
We examine the relationship between the diffusion of advanced Internet technology and the geographic concentration of invention, as measured by patents. First, we show that patenting became more concentrated from the early 1990s to the early 2000s and, similarly, that... View Details
Keywords: Patents; Geographic Location; Internet and the Web; Innovation and Invention
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Forman, Chris, Avi Goldfarb, and Shane Greenstein. "Information Technology and the Distribution of Inventive Activity." In The Changing Frontier: Rethinking Science and Innovation Policy, edited by Adam Jaffe and Benjamin Jones, 169–196. University of Chicago Press, 2015.
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